Exploratory data analysis

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Related lectures (32)

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Graphical Analysis of Full Factorials

Explores the graphical analysis of full factorial experiments, emphasizing efficient data analysis and interpretation of main effects and interactions.

Deanonymization Exercise

Explores deanonymization using public datasets from Netflix, focusing on matching users and evaluating films based on ratings.

Big Data Applications: Analysis and Solutions

Explores the challenges and solutions for analyzing large datasets efficiently in the digital era.

Big Data: Challenges and Implications

Explores the challenges and implications of Big Data, emphasizing the importance of data quality and ethical considerations.

Invariance, Causality, and Robustness

Explores invariance, causality, and robustness in data analysis, addressing challenges and implications for distribution generalization.

Industry Internship Experience: Trading Intelligence and Data Analysis

Showcases a digital humanities student's internship experience in trading intelligence and data analysis.

Visual Computing: Overview and Updates

Provides an overview of visual computing and updates on the School of IC.

Human Behavior in Economics

Covers methods in economic research, group projects, scientific method, and challenges in applying research findings.

Understanding Preference Elicitation

Explores preference elicitation, latent variables, and the impact of external events on decision-making.

Big Data and Social Sciences: The Need for Big Theory

Emphasizes the importance of big theory in social sciences when dealing with big data and the need for new conventions in the field.